Dataset Versions
Versions
v1
2024-12-31 1:49pm
Generated on Dec 31, 2024
4420 Total Images
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Dataset Split
Train Set 92%
4080Images
Valid Set 4%
170Images
Test Set 4%
170Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 2% of pixels